run_statistical_analysis
ActiveTool of Claidex MCP
declared in 1.0.0
Run a statistical analysis computation. Supports: Wilson confidence intervals, binomial proportions, phase transition success rates, power calculations, Bayesian posterior estimates, descriptive statistics, and two-proportion comparisons. Returns computed values, interpretation, and LaTeX formula.
Parameters schema
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"analysis_type",
"inputs"
],
"properties": {
"inputs": {
"type": "object",
"description": "Named input parameters. wilson_ci: {successes, n, confidence}. phase_transition_rate: {phase, indication, n_succeeded, n_total}. power_calculation: {n, effect_size, alpha}. bayesian_posterior: {prior_success_rate, n_observed, n_success, prior_strength?}. descriptive_stats: {values: number[]}. failure_rate_comparison: {a_success, a_n, b_success, b_n}.",
"propertyNames": {
"type": "string"
},
"additionalProperties": {
"anyOf": [
{
"type": "number"
},
{
"type": "string"
},
{
"type": "array",
"items": {
"type": "number"
}
}
]
}
},
"context": {
"type": "string",
"description": "Optional context about what this analysis is for"
},
"analysis_type": {
"enum": [
"wilson_ci",
"phase_transition_rate",
"power_calculation",
"bayesian_posterior",
"descriptive_stats",
"failure_rate_comparison"
],
"type": "string"
}
},
"additionalProperties": false
}No endpoints wrapped at confidence ≥ 0.70.
Parent server
Claidex MCP
https://github.com/ssatanis/claidex-sentinel
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